calculate_weights_for_ensemble_model: Internal function to calculate the weights for all emulators...

In kalden/spartan: Simulation Parameter Analysis R Toolkit ApplicatioN: 'spartan'

Description

Internal function to calculate the weights for all emulators in the ensemble

Usage

calculate_weights_for_ensemble_model(all_model_predictions,
  emulator_test_data, measures, emulator_types,
  num_of_generations = 8e+05)

Arguments

all_model_predictions	Set of test set predictions obtained for all emulators in the ensemble
emulator_test_data	Data on which the ensemble performance will be assessed
measures	Simulation responses the model should predict
emulator_types	Machine learning techniques being employed
num_of_generations	Number of generations for which the neural network that is generating the weights should attempt to converge within

Value

weights to use for each emulator in the ensemble

kalden/spartan documentation built on May 31, 2019, 11:52 p.m.